How to export Pytorch Deep Neural Networks trained model to C++ program to use it from C++?
PyTorch now has a C++ frontend. I haven't tried it, but I'm sure you could use that.

Another option, which is more production-tested, is using a message passing framework such as ZeroMQ to communicate requests and results between Python and C++ executables.